WASHINGTON—Incoming House Majority Leader Kevin McCarthy said on Sunday he wouldn't support reauthorizing the charter of the Export-Import Bank of the United States, placing in doubt the future of a major agency that facilitates U.S. exports.

His remarks deepen a GOP rift over the bank and could aggravate House Republicans' relationship with business leaders, who say the bank is vital to boosting U.S. trade.